IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v20y2023i3p2323-d1049264.html
   My bibliography  Save this article

Can Agricultural Socialized Services Promote the Reduction in Chemical Fertilizer? Analysis Based on the Moderating Effect of Farm Size

Author

Listed:
  • Xiaoxuan Chen

    (College of Economics and Management, Nanjing Forestry University, Nanjing 210037, China)

  • Tongshan Liu

    (College of Economics and Management, Nanjing Forestry University, Nanjing 210037, China)

Abstract

On the basis of the data of 855 farmer households in the 2020 China Land Economic Survey, this paper uses an extended regression model to empirically study the impact of agricultural socialized services on the reduction in chemical fertilizer and the moderating effect of farm size in the above impact path. The results show that adoption of agricultural socialized services by farmers can significantly promote reduction in chemical fertilizer. The moderating effect test shows that the farm size is instrumental in strengthening the effect of promoting agricultural socialized services on the reduction in chemical fertilizer. The effect of technology-intensive services on fertilizer reduction was more pronounced than that of labor-intensive services. Agricultural socialized services have a greater effect on the reduction in chemical fertilizer for farmers with a higher degree of part-time employment, but farm size can significantly enhance the fertilizer reduction effect generated by the adoption of agricultural socialized services by farmers with a lower degree of part-time employment. Therefore, we recommend further developing agricultural socialized services, strengthening the supply of agricultural green production services, and playing the role of agricultural socialized services in chemical fertilizer reduction. We also posit that encouraging large-scale farmers to adopt agricultural socialized services would further promote fertilizer reduction.

Suggested Citation

  • Xiaoxuan Chen & Tongshan Liu, 2023. "Can Agricultural Socialized Services Promote the Reduction in Chemical Fertilizer? Analysis Based on the Moderating Effect of Farm Size," IJERPH, MDPI, vol. 20(3), pages 1-16, January.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:3:p:2323-:d:1049264
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/20/3/2323/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/20/3/2323/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yingyu Zhu & Junmiao Deng & Menghan Wang & Yuanchang Tan & Wei Yao & Yan Zhang, 2022. "Can Agricultural Productive Services Promote Agricultural Environmental Efficiency in China?," IJERPH, MDPI, vol. 19(15), pages 1-18, July.
    2. Meili Huan & Shaoguo Zhan, 2022. "Agricultural Production Services, Farm Size and Chemical Fertilizer Use in China’s Maize Production," Land, MDPI, vol. 11(11), pages 1-17, October.
    3. Houjian Li & Xiaolei Zhou & Mengqian Tang & Lili Guo, 2022. "Impact of Population Aging and Renewable Energy Consumption on Agricultural Green Total Factor Productivity in Rural China: Evidence from Panel VAR Approach," Agriculture, MDPI, vol. 12(5), pages 1-19, May.
    4. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    5. Chunfang Yang & Hengyuan Zeng & Yifeng Zhang, 2022. "Are Socialized Services of Agricultural Green Production Conducive to the Reduction in Fertilizer Input? Empirical Evidence from Rural China," IJERPH, MDPI, vol. 19(22), pages 1-16, November.
    6. Ji, Yueqing & Yu, Xiaohua & Zhong, Funing, 2012. "Machinery investment decision and off-farm employment in rural China," China Economic Review, Elsevier, vol. 23(1), pages 71-80.
    7. Qiangqiang Zhang & Beibei Yan & Xuexi Huo, 2018. "What Are the Effects of Participation in Production Outsourcing? Evidence from Chinese Apple Farmers," Sustainability, MDPI, vol. 10(12), pages 1-15, November.
    8. Ma, Wanglin & Abdulai, Awudu, 2016. "Does cooperative membership improve household welfare? Evidence from apple farmers in China," Food Policy, Elsevier, vol. 58(C), pages 94-102.
    9. Changming Cheng & Jieqiong Li & Yuqing Qiu & Chunfeng Gao & Qiang Gao, 2022. "Evaluating the Spatiotemporal Characteristics of Agricultural Eco-Efficiency Alongside China’s Carbon Neutrality Targets," IJERPH, MDPI, vol. 19(23), pages 1-18, November.
    10. Wang, Xiaobing & Yamauchi, Futoshi & Huang, Jikun & Rozelle, Scott, 2020. "What constrains mechanization in Chinese agriculture? Role of farm size and fragmentation," China Economic Review, Elsevier, vol. 62(C).
    11. Changming Cheng & Qiang Gao & Yuqing Qiu, 2022. "Assessing the Ability of Agricultural Socialized Services to Promote the Protection of Cultivated Land among Farmers," Land, MDPI, vol. 11(8), pages 1-16, August.
    12. Mao, Hui & Zhou, Li & Ying, RuiYao & Pan, Dan, 2021. "Time Preferences and green agricultural technology adoption: Field evidence from rice farmers in China," Land Use Policy, Elsevier, vol. 109(C).
    13. Xi Yu & Xiyang Yin & Yuying Liu & Dongmei Li, 2021. "Do Agricultural Machinery Services Facilitate Land Transfer? Evidence from Rice Farmers in Sichuan Province, China," Land, MDPI, vol. 10(5), pages 1-14, April.
    14. Tao Chen & Muhammad Rizwan & Azhar Abbas, 2022. "Exploring the Role of Agricultural Services in Production Efficiency in Chinese Agriculture: A Case of the Socialized Agricultural Service System," Land, MDPI, vol. 11(3), pages 1-18, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Qiaoni Yang & Ningning Zhang & Qianwen Lu & Xinru Han, 2023. "Family Net Income, Input Factor Prices and Agriculture Services Selection Behavior of Maize Farmers," Agriculture, MDPI, vol. 14(1), pages 1-15, December.
    2. Xuefeng Zhang & Hui Sun & Xuechao Xia & Zedong Yang & Shusen Zhu, 2024. "Can a Crop Rotation and Fallow System Reduce the Carbon Emission Intensity of Agriculture?," Land, MDPI, vol. 13(3), pages 1-23, February.
    3. Beihe Wu & Yan Guo & Zhaojiu Chen & Liguo Wang, 2024. "Do Agricultural Productive Services Impact the Carbon Emissions of the Planting Industry in China: Promotion or Inhibition?," Sustainability, MDPI, vol. 16(16), pages 1-20, August.
    4. Xiaocheng Wang & Chenxi Yang & Cuixia Qiao, 2024. "Agricultural Service Trade and Green Development: A Perspective Based on China’s Agricultural Total Factor Productivity," Sustainability, MDPI, vol. 16(18), pages 1-23, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Liu, Yan & Heerink, Nico & Li, Fan & Shi, Xiaoping, 2022. "Do agricultural machinery services promote village farmland rental markets? Theory and evidence from a case study in the North China plain," Land Use Policy, Elsevier, vol. 122(C).
    2. Xuelan Li & Rui Guan, 2023. "How Does Agricultural Mechanization Service Affect Agricultural Green Transformation in China?," IJERPH, MDPI, vol. 20(2), pages 1-23, January.
    3. Lewei Chen & Zongyi Zhang & Hongbo Li & Xinpu Zhang, 2023. "Maintenance Skill Training Gives Agricultural Socialized Service Providers More Advantages," Agriculture, MDPI, vol. 13(1), pages 1-17, January.
    4. Beihe Wu & Yan Guo & Zhaojiu Chen & Liguo Wang, 2024. "Do Agricultural Productive Services Impact the Carbon Emissions of the Planting Industry in China: Promotion or Inhibition?," Sustainability, MDPI, vol. 16(16), pages 1-20, August.
    5. Chenle Xue & Dan Qiao & Noshaba Aziz, 2022. "Influence of Natural Disaster Shock and Collective Action on Farmland Transferees’ No-Tillage Technology Adoption in China," Land, MDPI, vol. 11(9), pages 1-23, September.
    6. Changming Cheng & Qiang Gao & Yuqing Qiu, 2022. "Assessing the Ability of Agricultural Socialized Services to Promote the Protection of Cultivated Land among Farmers," Land, MDPI, vol. 11(8), pages 1-16, August.
    7. Jiquan Peng & Zihao Zhao & Lili Chen, 2022. "The Impact of High-Standard Farmland Construction Policy on Rural Poverty in China," Land, MDPI, vol. 11(9), pages 1-20, September.
    8. Wu, Haixia & Ge, Yan & Li, Jianping, 2023. "Uncertainty, time preference and households’ adoption of rooftop photovoltaic technology," Energy, Elsevier, vol. 276(C).
    9. Jutao Zeng & Jie Lyu, 2023. "Simultaneous Decisions to Undertake Off-Farm Work and Straw Return: The Role of Cognitive Ability," Land, MDPI, vol. 12(8), pages 1-21, August.
    10. Lee, Chien-Chiang & Yan, Jingyang & Wang, Fuhao, 2024. "Impact of population aging on food security in the context of artificial intelligence: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    11. repec:ags:aaea22:335541 is not listed on IDEAS
    12. Shichao Yuan & Jian Wang, 2022. "Involution Effect: Does China’s Rural Land Transfer Market Still Have Efficiency?," Land, MDPI, vol. 11(5), pages 1-18, May.
    13. repec:ags:aaea22:335494 is not listed on IDEAS
    14. Linwei Wang & Yixin Hu & Rong Kong, 2023. "The Impact of Bancassurance Interaction on the Adoption Behavior of Green Production Technology in Family Farms: Evidence from China," Land, MDPI, vol. 12(5), pages 1-26, April.
    15. Jing Zhang & Jianhua Wang & Xiaoshi Zhou, 2019. "Farm Machine Use and Pesticide Expenditure in Maize Production: Health and Environment Implications," IJERPH, MDPI, vol. 16(10), pages 1-13, May.
    16. Wang Ge & Shiyun Zhang & Yan Lu & Jiyu Jiang & Hui Jiang & Xiaona Cheng, 2022. "Can Higher Land Rentals Promote Soil Conservation of Large-Scale Farmers in China?," IJERPH, MDPI, vol. 19(23), pages 1-14, November.
    17. Meng Qu & Kai Zhao & Renhui Zhang & Yuan Gao & Jing Wang, 2022. "Divergence between Willingness and Behavior of Farmers to Purchase Socialized Agricultural Services: From a Heterogeneity Perspective of Land Scale," Land, MDPI, vol. 11(8), pages 1-21, July.
    18. Zhou Xue & Jieqiong Li & Guangqiao Cao, 2022. "Training and Self-Learning: How to Improve Farmers’ Willingness to Adopt Farmland Conservation Technology? Evidence from Jiangsu Province of China," Land, MDPI, vol. 11(12), pages 1-15, December.
    19. Jingru Chen & Hengyuan Zeng & Qiang Gao, 2023. "Using the Sustainable Development Capacity of Key Counties to Guide Rural Revitalization in China," IJERPH, MDPI, vol. 20(5), pages 1-26, February.
    20. Wu, Haixia & Li, Jianping & Ge, Yan, 2022. "Ambiguity preference, social learning and adoption of soil testing and formula fertilization technology," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    21. Juan Ai & Lun Hu & Shuhua Xia & Hongling Xiang & Zhaojiu Chen, 2023. "Analysis of Factors Influencing the Adoption Behavior of Agricultural Productive Services Based on Logistic—ISM Model: A Case Study of Rice Farmers in Jiangxi Province, China," Agriculture, MDPI, vol. 13(1), pages 1-16, January.
    22. Gazali Issahaku & Lukas Kornher & Abu Hayat Md. Saiful Islam & Awal Abdul-Rahaman, 2023. "Heterogeneous impacts of home-gardening on household food and nutrition security in Rwanda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(3), pages 731-750, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:20:y:2023:i:3:p:2323-:d:1049264. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.